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CVE-2026-116691

6.5 medium Awaiting Analysis
NVD · CVE.org

MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. From 2.19.0 until 3.17.0, mlflow.crewai.autolog() records CrewAI Agent objects without consistently sanitizing nested credential-bearing values. mlflow/crewai/autolog.py::_get_agent_attributes() converts the Agent llm field to a string that includes the provider API key, while mlflow/crewai/autolog.py::_construct_full_inputs() expands the Agent object into mlflow.spanInputs. Applications can therefore send plaintext provider credentials to the MLflow trace backend or a configured OTLP destination, where trace readers can obtain them. This issue is fixed in version 3.17.0.

Fix

Nothing published yet: no patch, vendor advisory or mitigation reference on NVD, no vendor advisory in the News for this CVE, not in CISA's KEV, no fixed package version. BaselineWatch does not guess at one.

Change history 4

  1. StatusPublished → Awaiting AnalysisNVD modified 2026-10-28 15:21
  2. StatusReceived → PublishedNVD modified 2026-10-27 19:56
  3. StatusPublished → ReceivedNVD modified 2026-10-27 20:17
  4. First seenCVSS 6.5 · mlflowNVD modified 2026-10-27 19:56

Affected (CPE criteria) 0

NVD has not attached CPE configurations yet.

References 4